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Mutual Affine Network for Spatially Variant Kernel Estimation in Blind
  Image Super-Resolution

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution

IEEE International Conference on Computer Vision (ICCV), 2021
11 August 2021
Christos Sakaridis
Guolei Sun
Lucas Beerens
Luc Van Gool
Radu Timofte
    SupR
ArXiv (abs)PDFHTMLGithub (176★)

Papers citing "Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution"

50 / 51 papers shown
CircleFlow: Flow-Guided Camera Blur Estimation using a Circle Grid Target
CircleFlow: Flow-Guided Camera Blur Estimation using a Circle Grid Target
Jiajian He
Enjie Hu
Shiqi Chen
Tianchen Qiu
H. Feng
Zhihai Xu
Yueting Chen
157
0
0
30 Nov 2025
Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
Two Heads Better than One: Dual Degradation Representation for Blind Super-ResolutionInternational Conference on Information Photonics (ICIP), 2024
Hsuan Yuan
Shao-Yu Weng
I-Hsuan Lo
Wei-Chen Chiu
Yu-Syuan Xu
Hao-Chien Hsueh
Jen-Hui Chuang
Ching-Chun Huang
182
1
0
21 Nov 2025
Unsupervised Image Super-Resolution Reconstruction Based on Real-World Degradation Patterns
Unsupervised Image Super-Resolution Reconstruction Based on Real-World Degradation Patterns
Yiyang Tie
Hong Zhu
Yunyun Luo
Jing Shi
268
0
0
20 Jun 2025
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic DegradationsIEEE Transactions on Image Processing (TIP), 2024
Weilei Wen
Chunle Guo
Wenqi Ren
Hongpeng Wang
Xiuli Shao
SupR
257
7
0
09 Jun 2025
Blind Video Super-Resolution based on Implicit Kernels
Blind Video Super-Resolution based on Implicit Kernels
Qiang Zhu
Yuxuan Jiang
Shuyuan Zhu
Fan Zhang
David Bull
B. Zeng
919
4
0
10 Mar 2025
A Physics-Informed Blur Learning Framework for Imaging Systems
A Physics-Informed Blur Learning Framework for Imaging SystemsComputer Vision and Pattern Recognition (CVPR), 2025
Liqun Chen
Yuxuan Li
Jun Dai
Liang Feng
Tianfan Xue
363
5
0
17 Feb 2025
DualDn: Dual-domain Denoising via Differentiable ISP
DualDn: Dual-domain Denoising via Differentiable ISPEuropean Conference on Computer Vision (ECCV), 2024
Ruikang Li
Yujin Wang
Shiqi Chen
Fan Zhang
Liang Feng
Tianfan Xue
339
13
0
27 Sep 2024
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for
  Multimodal Emotion Recognition
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition
Zebang Cheng
Shuyuan Tu
Dawei Huang
Heng Li
Xiaojiang Peng
Zhi-Qi Cheng
Alexander G. Hauptmann
464
8
0
20 Aug 2024
Image Super-Resolution with Taylor Expansion Approximation and Large
  Field Reception
Image Super-Resolution with Taylor Expansion Approximation and Large Field ReceptionIEEE transactions on multimedia (IEEE TMM), 2024
Jia Feng
Yuan Wang
Dianbo Sui
Fengchuang Xing
SupR
297
1
0
01 Aug 2024
Spatially-Variant Degradation Model for Dataset-free Super-resolution
Spatially-Variant Degradation Model for Dataset-free Super-resolution
Shaojie Guo
Haofei Song
Qingli Li
Yan Wang
188
3
0
11 Jul 2024
Preserving Full Degradation Details for Blind Image Super-Resolution
Preserving Full Degradation Details for Blind Image Super-Resolution
Hongda Liu
Longguang Wang
Ye Zhang
Kaiwen Xue
Shunbo Zhou
Yulan Guo
303
0
0
01 Jul 2024
Suppressing Uncertainties in Degradation Estimation for Blind
  Super-Resolution
Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution
Junxiong Lin
Zeng Tao
Xuan Tong
Xinji Mai
Haoran Wang
...
Xuan Tong
Yuxuan Lin
Shaoqi Yan
Shuyong Gao
Wenqiang Zhang
208
5
0
24 Jun 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo
  Simulation
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation
Jingyuan Xia
Zhixiong Yang
Shengxi Li
Shuanghui Zhang
Yaowen Fu
Deniz Gündüz
Xiang Li
SupRBDL
220
52
0
13 Jun 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind
  Image Super-Resolution
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024
Qingguo Liu
Chenyi Zhuang
Pan Gao
Jie Qin
426
14
0
13 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and
  Multiple Zoomed Observations
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed ObservationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zhilu Zhang
Ruohao Wang
Hongzhi Zhang
Wangmeng Zuo
MDESupR
299
6
0
03 May 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for
  Blind Image Super-Resolution
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution
Feng Li
Yixuan Wu
Zichao Liang
Runmin Cong
Yuxi Liu
Yao-Min Zhao
H. Bai
DiffM
184
8
0
15 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image
  Super-Resolution
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-ResolutionInternational Conference on Image, Vision and Computing (ICIVC), 2024
Haochen Sun
Yan Yuan
Lijuan Su
Hao-Yu Shao
248
3
0
12 Mar 2024
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with
  Diffusion Model for Blind Image Super-Resolution
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2024
Junxiong Lin
Yan Wang
Zeng Tao
Boyang Wang
Qing Zhao
...
Yuxuan Lin
Wei Song
Xuan Tong
Shaoqi Yan
Wenqiang Zhang
287
8
0
09 Mar 2024
Efficient Image Deblurring Networks based on Diffusion Models
Efficient Image Deblurring Networks based on Diffusion Models
Kang Chen
Yuanjie Liu
DiffM
439
6
0
11 Jan 2024
FLAIR: A Conditional Diffusion Framework with Applications to Face Video
  Restoration
FLAIR: A Conditional Diffusion Framework with Applications to Face Video RestorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zihao Zou
Jiaming Liu
Shirin Shoushtari
Yubo Wang
Weijie Gan
Ulugbek S. Kamilov
VGenDiffM
306
4
0
26 Nov 2023
VCISR: Blind Single Image Super-Resolution with Video Compression
  Synthetic Data
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Boyang Wang
Bowen Liu
Shiyu Liu
Fengyu Yang
370
11
0
02 Nov 2023
Hierarchical Audio-Visual Information Fusion with Multi-label Joint
  Decoding for MER 2023
Hierarchical Audio-Visual Information Fusion with Multi-label Joint Decoding for MER 2023ACM Multimedia (ACM MM), 2023
Haotian Wang
Yuxuan Xi
Hang Chen
Jun Du
Yan Song
...
Pengfei Hu
Ya Jiang
Shi Cheng
Jie Zhang
Yuzhe Weng
294
8
0
11 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World
  Super-Resolution
SEAL: A Framework for Systematic Evaluation of Real-World Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023
Wenlong Zhang
Xiaohui Li
Xiangyu Chen
Yu Qiao
Xiao-Ming Wu
Chao Dong
313
13
0
06 Sep 2023
Regression-free Blind Image Quality Assessment with Content-Distortion
  Consistency
Regression-free Blind Image Quality Assessment with Content-Distortion Consistency
Xiaoqi Wang
Jian Xiong
Hao Gao
Weisi Lin
253
2
0
18 Jul 2023
Adaptive Window Pruning for Efficient Local Motion Deblurring
Adaptive Window Pruning for Efficient Local Motion DeblurringInternational Conference on Learning Representations (ICLR), 2023
Haoying Li
Jixin Zhao
Shangchen Zhou
H. Feng
Chongyi Li
Chen Change Loy
ViT
303
10
0
25 Jun 2023
A Dive into SAM Prior in Image Restoration
A Dive into SAM Prior in Image Restoration
Zeyu Xiao
Jiawang Bai
Zhihe Lu
Zhiwei Xiong
296
27
0
23 May 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur
  Estimation for Blind Image Super-Resolution
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023
Xuhai Chen
Jiangning Zhang
Chao Xu
Yabiao Wang
Chengjie Wang
Wenshu Fan
SupR
182
12
0
07 Apr 2023
Human Guided Ground-truth Generation for Realistic Image
  Super-resolution
Human Guided Ground-truth Generation for Realistic Image Super-resolutionComputer Vision and Pattern Recognition (CVPR), 2023
Duanyou Chen
Jie Liang
Xindong Zhang
Ming-Yu Liu
Huiyu Zeng
Lei Zhang
275
25
0
23 Mar 2023
Learning to Super-Resolve Blurry Images with Events
Learning to Super-Resolve Blurry Images with EventsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Lei Yu
Bishan Wang
Xiang Zhang
Haijian Zhang
Wentao Yang
Jian-zhuo Liu
Guisong Xia
SupR
207
27
0
27 Feb 2023
Kernelized Back-Projection Networks for Blind Super Resolution
Kernelized Back-Projection Networks for Blind Super Resolution
Tomoki Yoshida
Yuki Kondo
Takahiro Maeda
Kazutoshi Akita
Norimichi Ukita
SupR
424
2
0
16 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially
  Varying Upconversion
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion
Xi Zhang
Xiaolin Wu
276
4
0
13 Feb 2023
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video
  Super-Resolution
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution
Zhongwei Qiu
Huan Yang
Jianlong Fu
Daochang Liu
Chang Xu
Dongmei Fu
AI4TSSupR
186
1
0
27 Dec 2022
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation
Meta-Learned Kernel For Blind Super-Resolution Kernel EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Royson Lee
Rui Li
Stylianos I. Venieris
Timothy M. Hospedales
Ferenc Huszár
Nicholas D. Lane
SupR
216
6
0
15 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for
  Arbitrary-Scale Image Super-Resolution
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022
Jingyun Liang
Qin Wang
Yongqin Xian
Yawei Li
Bingbing Ni
Zhi-peng Pi
Lucas Beerens
Yulun Zhang
Radu Timofte
Luc Van Gool
SupR
474
90
0
08 Dec 2022
Bridging Component Learning with Degradation Modelling for Blind Image
  Super-Resolution
Bridging Component Learning with Degradation Modelling for Blind Image Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2022
Yixuan Wu
Feng Li
Yuxi Liu
Weisi Lin
Runmin Cong
Yao-Min Zhao
SupR
254
21
0
03 Dec 2022
Joint Learning Content and Degradation Aware Feature for Blind
  Super-Resolution
Joint Learning Content and Degradation Aware Feature for Blind Super-ResolutionACM Multimedia (ACM MM), 2022
Yifeng Zhou
Chuming Lin
Donghao Luo
Yong Liu
Ying Tai
Chengjie Wang
M. Chen
208
16
0
29 Aug 2022
Learning Degradation Representations for Image Deblurring
Learning Degradation Representations for Image DeblurringEuropean Conference on Computer Vision (ECCV), 2022
Dasong Li
Yuanhang Zhang
Ka Chun Cheung
Xiaogang Wang
Hongwei Qin
Jiaming Song
252
75
0
10 Aug 2022
Meta-Learning based Degradation Representation for Blind
  Super-Resolution
Meta-Learning based Degradation Representation for Blind Super-ResolutionIEEE Transactions on Image Processing (IEEE TIP), 2022
Bin Xia
Yapeng Tian
Yulun Zhang
Yucheng Hang
Wenming Yang
Q. Liao
SupR
226
32
0
28 Jul 2022
Reference-based Image Super-Resolution with Deformable Attention
  Transformer
Reference-based Image Super-Resolution with Deformable Attention TransformerEuropean Conference on Computer Vision (ECCV), 2022
Jingyun Liang
Christos Sakaridis
Lucas Beerens
Yawei Li
Yulun Zhang
Wenguan Wang
Luc Van Goo
362
98
0
25 Jul 2022
Towards Interpretable Video Super-Resolution via Alternating
  Optimization
Towards Interpretable Video Super-Resolution via Alternating OptimizationEuropean Conference on Computer Vision (ECCV), 2022
Jingyun Liang
Christos Sakaridis
Lucas Beerens
Wenguan Wang
Qin Wang
Yulun Zhang
Hao Tang
Luc Van Gool
SupR
286
22
0
21 Jul 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation
Real-World Light Field Image Super-Resolution via Degradation ModulationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yingqian Wang
Zhengyu Liang
Longguang Wang
Jungang Yang
Wei An
Yulan Guo
SupR
201
44
0
13 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention
Recurrent Video Restoration Transformer with Guided Deformable AttentionNeural Information Processing Systems (NeurIPS), 2022
Christos Sakaridis
Yuchen Fan
Xiaoyu Xiang
Rakesh Ranjan
Eddy Ilg
Simon Green
Jingyun Liang
Lucas Beerens
Radu Timofte
Luc Van Gool
473
255
0
05 Jun 2022
Thunder: Thumbnail based Fast Lightweight Image Denoising Network
Thunder: Thumbnail based Fast Lightweight Image Denoising Network
Yifeng Zhou
Xing Xu
Shuaicheng Liu
Guoqing Wang
Huimin Lu
Heng Tao Shen
211
4
0
24 May 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines,
  and Performance Upper Bounds
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds
Wenlong Zhang
Guangyuan Shi
Yihao Liu
Chao Dong
Xiao-Ming Wu
273
38
0
10 May 2022
Deep Model-Based Super-Resolution with Non-uniform Blur
Deep Model-Based Super-Resolution with Non-uniform BlurIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Charles Laroche
Andrés Almansa
Matias Tassano
SupR
395
14
0
21 Apr 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual
  Zoomed Observations
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed ObservationsEuropean Conference on Computer Vision (ECCV), 2022
Zhilu Zhang
Ruohao Wang
Hongzhi Zhang
Yunjin Chen
W. Zuo
MDESupR
263
28
0
02 Mar 2022
VRT: A Video Restoration Transformer
VRT: A Video Restoration TransformerIEEE Transactions on Image Processing (IEEE TIP), 2022
Christos Sakaridis
Jingyun Liang
Yuchen Fan
Lucas Beerens
Rakesh Ranjan
Yawei Li
Radu Timofte
Luc Van Gool
ViT
474
378
0
28 Jan 2022
Investigating Tradeoffs in Real-World Video Super-Resolution
Investigating Tradeoffs in Real-World Video Super-Resolution
Kelvin C. K. Chan
Shangchen Zhou
Xiangyu Xu
Chen Change Loy
SupR
273
150
0
24 Nov 2021
SwinIR: Image Restoration Using Swin Transformer
SwinIR: Image Restoration Using Swin Transformer
Christos Sakaridis
Jie Cao
Guolei Sun
Lucas Beerens
Luc Van Gool
Radu Timofte
ViT
724
4,445
0
23 Aug 2021
Hierarchical Conditional Flow: A Unified Framework for Image
  Super-Resolution and Image Rescaling
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image RescalingIEEE International Conference on Computer Vision (ICCV), 2021
Christos Sakaridis
Andreas Lugmayr
Lucas Beerens
Martin Danelljan
Luc Van Gool
Radu Timofte
319
123
0
11 Aug 2021
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